8 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
4 papers
Learning a distance function with a Siamese network to localize anomalies in videos
Bharathkumar Ramachandra, Michael J. Jones, Ranga Raju Vatsavai
This work introduces a new approach to localize anomalies in surveillance video. The main novelty is the idea of using a Siamese convolutional neural network (CNN) to learn a dista…
Contrastive Video Representation Learning via Adversarial Perturbations
Jue Wang, Anoop Cherian
Adversarial perturbations are noise-like patterns that can subtly change the data, while failing an otherwise accurate classifier. In this paper, we propose to use such perturbatio…
Scalable Dense Non-rigid Structure-from-Motion: A Grassmannian Perspective
Suryansh Kumar, Anoop Cherian, Yuchao Dai +1
This paper addresses the task of dense non-rigid structure-from-motion (NRSfM) using multiple images. State-of-the-art methods to this problem are often hurdled by scalability, exp…
Deep clustering: Discriminative embeddings for segmentation and separation
John R. Hershey, Zhuo Chen, Jonathan Le Roux +1
We address the problem of acoustic source separation in a deep learning framework we call "deep clustering." Rather than directly estimating signals or masking functions, we train…